TY  - BOOK
AU  - Stoyan,Gisbert
AU  - Baran,Agnes
ED  - SpringerLink (Online service)
TI  - Elementary Numerical Mathematics for Programmers and Engineers
T2  - Compact Textbooks in Mathematics,
SN  - 9783031660894
AV  - QA297-299.4 
PY  - 2024///
CY  - Cham
PB  - Springer International Publishing, Imprint: Birkhäuser
KW  - Numerical analysis
KW  - Algorithms
KW  - Mathematics
KW  - Data processing
KW  - Computer software
KW  - Mathematical models
KW  - Numerical Analysis
KW  - Computational Science and Engineering
KW  - Mathematical Software
KW  - Mathematical Modeling and Industrial Mathematics
N1  - - Floating Point Arithmetic -- Norms, Condition Numbers -- Solving Systems of Linear Equations -- The Least Squares Problem -- Eigenvalue Problems -- Interpolation -- Nonlinear Equations and Systems -- Numerical Integration -- Ordinary Differential Equations -- Optimization -- Practical Error Estimation
N2  - This book covers the basics of numerical methods. Avoiding the definition-theorem-proof style, it instead focuses on numerical examples and simple pseudo-codes. The text begins with a chapter on floating point arithmetic before moving on to discuss norms, conditions numbers, solutions of systems of equations, the least squares problem, eigenvalue problems, interpolation, numerical integration, ordinary differential equations, optimization (including a detailed case study), and practical error estimations. Exercises (partly in MATLAB) are provided at the end of each chapter. Suitable for readers with minimal mathematical knowledge, the book not only offers an elementary introduction to numerical mathematics for programmers and engineers but also provides supporting material for students and teachers of mathematics
UR  - https://doi.org/10.1007/978-3-031-66089-4
ER  -